Evidence map›Paper›PMID 40901538›Full record

ArticleRisk management and healthcare policy2025

Optimizing Clinical Risk Management Through Motorcycle Emergency Response: A Three-Year Retrospective Study of the Khon Kaen International Marathon in Thailand.

Korakot Apiratwarakul, Lap Woon Cheung, Chatkhane Pearkao, Sukanya Khemtong, Kamonwon Ienghong

Abstract read
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Article in Risk management and healthcare policy, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

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Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

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0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

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PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

5 authors.

Korakot ApiratwarakulDepartment of Emergency Medicine, Faculty of Medicine, Khon Kaen University, Khon Kaen, Thailand.ORCID 0000-0002-1984-0865
Lap Woon CheungAccident and Emergency Department, Princess Margaret Hospital, Kowloon, Hong Kong, China.
Chatkhane PearkaoDepartment of Adult Nursing, Faculty of Nursing, Khon Kaen University, Khon Kaen, Thailand.ORCID 0000-0003-0394-3007
Sukanya KhemtongDepartment of Emergency Medicine, Faculty of Medicine, Khon Kaen University, Khon Kaen, Thailand.
Kamonwon IenghongDepartment of Emergency Medicine, Faculty of Medicine, Khon Kaen University, Khon Kaen, Thailand.ORCID 0000-0003-0328-4128

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Purpose: This study evaluates the effectiveness of motorcycle ambulances (motorlances) in delivering emergency medical response at the Khon Kaen International Marathon (KKIM), Thailand, over a three-year period (2023-2025). Patients and Methods: We conducted a retrospective analysis of emergency medical service (EMS) data from three consecutive annual Khon Kaen International Marathons held on January 28-29, 2023; January 13-14, 2024; and January 11-12, 2025. Data including EMS operation intervals, clinical interventions carried out, and patient outcomes were collected from EMS patient care documents, organized by Srinagarind Hospital, Khon Kaen University, Thailand during the marathon events. A comparative analysis was carried out to evaluate year-over-year operational improvements utilizing IBM SPSS version 27.0, with continuous data expressed as means ± standard deviations, categorical data as frequencies and percentages, chi-square tests employed for associations among categorical variables, and p<0.05 considered statistically significant. Results: Among 20,681 marathon participants, 132 cases (6.38%) required emergency intervention with motorlance support. The use of motorlances significantly increased from 25 cases in 2023 to 65 in 2025 (p=0.011), with consistently rapid mean response times (5.3-5.6 minutes each year). Clinical capabilities improved over the study period, evidenced by a rise in advanced interventions such as intravenous glucose administration and pain management (from 0% to 23.1%, p=0.010). Scene time increased in parallel with this expanded clinical scope (from 8.2 to 18.6 minutes, p<0.001). Importantly, over 90% of patients treated by motorlance were able to continue the race following on-scene care. Conclusion: Motorcycle ambulances significantly enhance the efficiency of emergency medical responses during large marathon events. Notable results indicate a constant increase in motorlance utilization, consistently rapid response times, and enhanced clinical competencies with advanced interventions. Extended scene duration indicated enhanced on-site treatment delivery. Significantly, over 90% of patients treated by motorlance resumed to racing after treatment, indicating the efficacy of prehospital intervention.

Indexed as

emergency medical servicesmarathonmotorlancepatient safetyresponse timerisk management

Identifiers

PMID40901538
PMCPMC12400114

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.